Concepedia

Paris V. Giampouras

PV

Statistics

Publications

11

Citations

199

H-Index

10

Active since

2016

Affiliations

National Observatory of Athens(Current)

Johns Hopkins University

University of Piraeus

Computer Technology Institute and Press “DIOPHANTUS”

National Technical University of Athens

Paris V. Giampouras is an author at National Observatory of Athens specializing in data science, engineering, and dimensionality reduction.

Top concepts

EngineeringData ScienceComputer ScienceDimensionality ReductionMachine LearningMathematical ProgrammingInverse ProblemsApproximation TheorySignal ProcessingKnowledge Discovery

Publications per year

2016–2023

11

Publications

11

Alternating Iteratively Reweighted Least Squares Minimization for Low-Rank Matrix Factorization

Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos Koutroumbas · IEEE Transactions on Signal Processing · 2018 · 37 citations

Mathematical Programming, Engineering, Machine Learning +16

Block-Term Tensor Decomposition: Model Selection and Computation

Athanasios A. Rontogiannis, Eleftherios Kofidis, Paris V. Giampouras · IEEE Journal of Selected Topics in Signal Processing · 2021 · 34 citations · Full text

Mathematical Programming, Computational Science, Tensor Model +12

Block-Term Tensor Decomposition Model Selection and Computation: The Bayesian Way

Paris V. Giampouras, Athanasios A. Rontogiannis, Eleftherios Kofidis · IEEE Transactions on Signal Processing · 2022 · 31 citations · Full text

Mathematical Programming, Numerical Analysis, Engineering +18

Online sparse and low-rank subspace learning from incomplete data: A Bayesian view

Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos E. Themelis et al. · Signal Processing · 2017 · 15 citations

Sparse Representation, Engineering, Machine Learning +9

Online rank-revealing block-term tensor decomposition

Athanasios A. Rontogiannis, Eleftherios Kofidis, Paris V. Giampouras · Signal Processing · 2023 · 14 citations

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